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Paper Citation Record · LEDGER

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges

As of 20 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 1 inbound Pith citation observation for arXiv:2501.14970.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.14970 v2

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:48:20.181616Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:20:15.029871Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-15T21:20:15.259784Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a804643d-ff41-4c70-bdaa-736524605d8c · outbound

This paper cites Survey of cellular mobile radio localization methods: From 1g to 5G,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Survey of cellular mobile radio localization methods: From 1g to 5G,

Reference 1

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Observation 40cddb88-600f-486a-a328-e58b595a73b5 · outbound

This paper cites A survey of indoor localization systems and technologies,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey of indoor localization systems and technologies,

Reference 2

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source=pdf_text observed=2026-08-10T14:48:19.841810Z digest=sha256:f074343340f0a65ee93db2b7abeb88e7312de9b6d98d39807efd061d7b684167

Observation 35e9f9ef-7b27-4f37-9c8c-ccf98d32efbb · outbound

This paper cites Efficient processing of deep neural networks: A tutorial and survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Efficient processing of deep neural networks: A tutorial and survey,

Reference 3

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source=pdf_text observed=2026-08-10T14:48:19.845430Z digest=sha256:9ea1bc09bd9168724b7cc2af59b4ef00b0f9674c6bc9d8b61764ac4aa55350ba

Observation 8af30cb4-dd02-4e90-b93f-595963e9690c · outbound

This paper cites Less data, more knowledge: Building next-generation semantic communication networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Less data, more knowledge: Building next-generation semantic communication networks,

Reference 4

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source=pdf_text observed=2026-08-10T14:48:19.849242Z digest=sha256:0fc0d667721d7c19b2a70a91f78cb9350f4c0746d896450dcabb66256a7a796c

Observation b77c6faa-a9cd-4cfb-a849-87fe006ba8e0 · outbound

This paper cites A survey on xai for 5g and beyond security: Technical aspects, challenges and research directions,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on xai for 5g and beyond security: Technical aspects, challenges and research directions,

Reference 5

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source=pdf_text observed=2026-08-10T14:48:19.852969Z digest=sha256:927045a65a83a4868ed3dee9e1d838b803a18eef05b9be13fa32c9695124cbfb

Observation c780c9b6-1958-47ef-b0eb-367d4fbd167d · outbound

This paper cites A survey on TOA based wireless localization and NLOS mitigation techniques,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on TOA based wireless localization and NLOS mitigation techniques,

Reference 6

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source=pdf_text observed=2026-08-10T14:48:19.856806Z digest=sha256:7cbb47820c5a1364f905ecc4ecea475be9bc59e253484c35f7dadb3a31e77e84

Observation bbf1e938-a43a-46c8-9b18-cc61ab52554b · outbound

This paper cites Wi-fi fingerprint-based indoor posi- tioning: Recent advances and comparisons,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Wi-fi fingerprint-based indoor posi- tioning: Recent advances and comparisons,

Reference 7

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source=pdf_text observed=2026-08-10T14:48:19.860941Z digest=sha256:e2c46f7c9457fadce441b4059b72e6ef1121d75840f32f1b6aeb34c26331c3e2

Observation fd7084f8-86b8-449e-ade5-2aaf708217f5 · outbound

This paper cites Modern WLAN fingerprinting indoor positioning methods and deployment challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Modern WLAN fingerprinting indoor positioning methods and deployment challenges,

Reference 8

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source=pdf_text observed=2026-08-10T14:48:19.864400Z digest=sha256:ec8f43573b8ae391b3b36400a3a524adb979c6f0f10779e4e5159e33a72b8b11

Observation e15ed017-689c-4b51-bebf-cd8a8f978e98 · outbound

This paper cites Jammer localization in multi-hop wireless network: A comprehensive survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Jammer localization in multi-hop wireless network: A comprehensive survey,

Reference 9

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source=pdf_text observed=2026-08-10T14:48:19.868041Z digest=sha256:c6a54151713bbf7396b7effc989ed375fe667e51c427f061f1b6e10732edb622

Observation d4736033-7c70-4e05-9fb7-c09c32d0b315 · outbound

This paper cites A survey of enabling technologies for network localization, tracking, and navigation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey of enabling technologies for network localization, tracking, and navigation,

Reference 10

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source=pdf_text observed=2026-08-10T14:48:19.871691Z digest=sha256:ff5d9b3e815dd81a6f82e1186acb7597594d0785c34db939e4c49c7d6ee3c105

Observation 350cef8b-e48e-4210-ad22-155cb870441c · outbound

This paper cites Indoor positioning technologies without offline fingerprinting map: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor positioning technologies without offline fingerprinting map: A survey,

Reference 11

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source=pdf_text observed=2026-08-10T14:48:19.875114Z digest=sha256:e889e5f8a51f8ffff18a3038792512d8970da1d19ce890230b77e34bc61fa14a

Observation ce69bf76-3e31-448f-adb7-cde5de5224c4 · outbound

This paper cites Ubiquitous localization (UbiLoc): A survey and taxonomy on device free localization for smart world,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Ubiquitous localization (UbiLoc): A survey and taxonomy on device free localization for smart world,

Reference 12

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source=pdf_text observed=2026-08-10T14:48:19.878519Z digest=sha256:1eb779c4839e22edbc9e923b39950306af5617af23ae5fbf6d5906c28df18b59

Observation 487a79d3-78a8-4c6d-8ecc-d33f4fcdb42d · outbound

This paper cites A survey on fusion-based indoor positioning,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on fusion-based indoor positioning,

Reference 13

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source=pdf_text observed=2026-08-10T14:48:19.881853Z digest=sha256:66556fe9ca785bba907e731bd99c9db60e6e9b1ad39090c7827943fb8b3788dc

Observation 083f686e-0b93-418b-942d-9fb12f5aee49 · outbound

This paper cites Indoor intelligent fingerprint-based localization: Principles, approaches and challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor intelligent fingerprint-based localization: Principles, approaches and challenges,

Reference 14

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source=pdf_text observed=2026-08-10T14:48:19.885232Z digest=sha256:8c2331c7563ecfa2d0bd67a406686f221711b526125f5fae14ddbbe46aed13eb

Observation e57818b3-1723-4adc-8e43-aeb9a8006931 · outbound

This paper cites A comprehensive survey of machine learning based localization with wireless signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A comprehensive survey of machine learning based localization with wireless signals,

Reference 15

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source=pdf_text observed=2026-08-10T14:48:19.888463Z digest=sha256:e48137caf4cb079d62362b929207198adec02e78d853fed834ece35a66100aac

Observation 4fa8e09d-52c5-46c5-b559-a8fa777020dc · outbound

This paper cites D2D-based cooperative positioning paradigm for future wireless systems: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges D2D-based cooperative positioning paradigm for future wireless systems: A survey,

Reference 16

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source=pdf_text observed=2026-08-10T14:48:19.891310Z digest=sha256:c3dcef7415e1390b577fe9c386d879884323b9d3a073049f19653e3c43aa28c3

Observation b55dc37d-fc8f-4977-a5d8-aa79378b284b · outbound

This paper cites A tutorial on terahertz-band localization for 6G communication systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A tutorial on terahertz-band localization for 6G communication systems,

Reference 17

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source=pdf_text observed=2026-08-10T14:48:19.894192Z digest=sha256:665b344b7e25b021f241ab8a9dcaadf0ff71a00816f78cf1f30080938f4d5eea

Observation 4d9ac64e-1f94-40f0-9b85-053d629aed81 · outbound

This paper cites A review of millimeter wave device-based localization and device-free sensing technologies and applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A review of millimeter wave device-based localization and device-free sensing technologies and applications,

Reference 18

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source=pdf_text observed=2026-08-10T14:48:19.897408Z digest=sha256:b60981c2bd4fd1b752ab8daafb6310d57d6cb9b2feec3610542d84d74e2421a0

Observation b42d7426-c3a1-4ce7-a7bf-5ae807bd5c8a · outbound

This paper cites Reconfigurable intelligent surfaces for 6G IoT wireless positioning: A contemporary survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Reconfigurable intelligent surfaces for 6G IoT wireless positioning: A contemporary survey,

Reference 19

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source=pdf_text observed=2026-08-10T14:48:19.900570Z digest=sha256:50efc718c3c35c1fe090c4e8c2c884d43721c1b6864a43813fcf3c15b1f4aa7c

Observation 035413ca-6d30-4b56-947e-473be9ccffac · outbound

This paper cites Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook,

Reference 20

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Observation 6ea19bd5-ebea-452d-a5f4-4c8aca86886a · outbound

This paper cites A tutorial on 5G positioning,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A tutorial on 5G positioning,

Reference 21

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Observation f2d97adb-bd45-4809-b95d-5a5fbf829bc7 · outbound

This paper cites On the ground and in the sky: A tutorial on radio localization in ground-air-space networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On the ground and in the sky: A tutorial on radio localization in ground-air-space networks,

Reference 22

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source=pdf_text observed=2026-08-10T14:48:19.909866Z digest=sha256:7f18fbf7a3e587c1606f5907bbce16c4d04237d5fc8f41ac8a35e6312b9140f4

Observation 723cae47-a7b7-4dbd-8749-d797f440282b · outbound

This paper cites Positioning using wireless networks: Appli- cations, recent progress and future challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Positioning using wireless networks: Appli- cations, recent progress and future challenges,

Reference 23

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source=pdf_text observed=2026-08-10T14:48:19.912854Z digest=sha256:7e67223e8911ab6091ac171a279008788a942eb159a20c0635e0154d137b9af4

Observation 2f34453a-dad4-4b90-8e48-49364af1c38b · outbound

This paper cites Fundamentals of RIS-aided localization in the far-field,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Fundamentals of RIS-aided localization in the far-field,

Reference 24

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Observation f99a749f-bfd9-43e0-bd5c-fa3099382408 · outbound

This paper cites Flexible-position MIMO for wireless com- munications: Fundamentals, challenges, and future directions,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Flexible-position MIMO for wireless com- munications: Fundamentals, challenges, and future directions,

Reference 25

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source=pdf_text observed=2026-08-10T14:48:19.919144Z digest=sha256:6387f8f7706cbd3bd333eac725a54600078c016cbd5dac01a71e5eabb26cc96d

Observation c404dba5-7fd1-48fb-883d-0e8feec06da5 · outbound

This paper cites NTN-based 6G localization: Vision, role of LEOs, and open problems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges NTN-based 6G localization: Vision, role of LEOs, and open problems,

Reference 26

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source=pdf_text observed=2026-08-10T14:48:19.922559Z digest=sha256:5ef56e11a1a736f656a5f75b47b0b7ec3b6c0e8e1f22b7d0d21f73cf7b0de1e2

Observation 7e3802fd-0f05-49b2-a7b0-9f84379eeb29 · outbound

This paper cites 6G localization and sensing in the near field: Features, opportunities, and challenges,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 6G localization and sensing in the near field: Features, opportunities, and challenges,

Reference 27

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source=pdf_text observed=2026-08-10T14:48:19.926031Z digest=sha256:c7532d011a741a33f1720176ad2f890bc66b9eb5fdb99ac80673eaee22ff119f

Observation e49f6c39-0bc2-4ee3-8ff0-13a55651ed07 · outbound

This paper cites Fingerprint-based 3D hierarchical localization for cell-free massive MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Fingerprint-based 3D hierarchical localization for cell-free massive MIMO systems,

Reference 28

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source=pdf_text observed=2026-08-10T14:48:19.929611Z digest=sha256:a13b5ad306d83195aceaf87adb42861150e30691baee86a15ec7e32d3adbdc61

Observation f8aa03ff-d037-48f9-b63f-fc5fcc2e1086 · outbound

This paper cites Multi-frequency based CSI compression for vehicle localization in intelligent transportation system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Multi-frequency based CSI compression for vehicle localization in intelligent transportation system,

Reference 29

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source=pdf_text observed=2026-08-10T14:48:19.932668Z digest=sha256:e268f1d6dd09e9b8525e10886e95460d00e98c55d7cccc0dc275a59be7cebc97

Observation 477815e2-ba1e-4f00-9c0b-c9a57e70b012 · outbound

This paper cites Robust sparse direct localization of smart vehicle with partly calibrated time modulated arrays,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Robust sparse direct localization of smart vehicle with partly calibrated time modulated arrays,

Reference 30

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source=pdf_text observed=2026-08-10T14:48:19.936002Z digest=sha256:6275e9665fa21794d410dc71cc2851b663951c545934dfbb3e725ce1730ef8bd

Observation c49ea043-afec-4bde-9c77-a1b58fd1b8f0 · outbound

This paper cites Joint active and passive beamforming for vehicle localization with reconfigurable intelligent surfaces,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Joint active and passive beamforming for vehicle localization with reconfigurable intelligent surfaces,

Reference 31

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source=pdf_text observed=2026-08-10T14:48:19.939375Z digest=sha256:18e01f6fc1714114e25eee0f11be60edaa01436a97ad1f9549d9eb13f4b56371

Observation 1abcc9b9-42ca-4a49-ae10-e34dafcdd6ff · outbound

This paper cites Management of positioning functions in cellular networks for time-sensitive transportation applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Management of positioning functions in cellular networks for time-sensitive transportation applications,

Reference 32

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source=pdf_text observed=2026-08-10T14:48:19.942675Z digest=sha256:84ea6d25fe47959834a978dc4f9633a2e1b4bdb0813e08de4182e7025994d6f5

Observation d56c5322-846a-4380-9d43-5b3f8879f006 · outbound

This paper cites IRS-aided high-accuracy positioning for autonomous driving toward 6G: A tutorial,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges IRS-aided high-accuracy positioning for autonomous driving toward 6G: A tutorial,

Reference 33

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source=pdf_text observed=2026-08-10T14:48:19.946070Z digest=sha256:6fb35a97b242ed5970f1a808f097fdf8b801996e80697a17927bd846fab4f05c

Observation 339faddc-8f71-4ccf-a8ea-79e4fd46ea74 · outbound

This paper cites Data-driven indoor positioning correction for infrastructure-enabled autonomous driving systems: A lifelong framework,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Data-driven indoor positioning correction for infrastructure-enabled autonomous driving systems: A lifelong framework,

Reference 34

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source=pdf_text observed=2026-08-10T14:48:19.949889Z digest=sha256:758bd4f389e5d6785b0f2fa7634ae4d124514010fafb8b7824f084f3062673d0

Observation 1d65f3c5-54d3-4419-a86f-a69df0a0b1ef · outbound

This paper cites On scalable network communication for infrastructure-vehicle collaborative autonomous driving,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On scalable network communication for infrastructure-vehicle collaborative autonomous driving,

Reference 35

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source=pdf_text observed=2026-08-10T14:48:19.953546Z digest=sha256:172d3bd36cb560a32b0a75f09c4c4f253db92c4b2db87950b90b29c1ca51742f

Observation a8f31adc-16d9-4c20-a1ef-bbbca2a345b7 · outbound

This paper cites Location-dependent augmented reality services in wireless edge-enabled metaverse systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Location-dependent augmented reality services in wireless edge-enabled metaverse systems,

Reference 36

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source=pdf_text observed=2026-08-10T14:48:19.957105Z digest=sha256:0982cf29784cb205620f5f74caf9c90bbc5eb92811036bbc57ad5baf2a4cb21b

Observation 66f37b12-4d44-464e-90cc-d62fc011ee19 · outbound

This paper cites Federated echo state learning for mini- mizing breaks in presence in wireless virtual reality networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Federated echo state learning for mini- mizing breaks in presence in wireless virtual reality networks,

Reference 37

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source=pdf_text observed=2026-08-10T14:48:19.960621Z digest=sha256:729ea06a363e5a13bfdda5bf4357684972c35c32b6059a3fca72d796a8e69f26

Observation b086ab64-f3f8-4375-87e4-d73023bbb3c1 · outbound

This paper cites Location-based augmented reality with pervasive smartphone sensors: Inside and beyond Pokemon Go!.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Location-based augmented reality with pervasive smartphone sensors: Inside and beyond Pokemon Go!

Reference 38

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source=pdf_text observed=2026-08-10T14:48:19.964191Z digest=sha256:481142230c2b52e091945c7561a6f0f306e1dfcd76663c788a0f01265833f9b0

Observation 0b76e1ef-847e-41a4-b86d-ad333daabb35 · outbound

This paper cites Virtual wireless device-constrained robust extended kalman filters for smartphone positioning in indoor corridor environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Virtual wireless device-constrained robust extended kalman filters for smartphone positioning in indoor corridor environment,

Reference 39

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source=pdf_text observed=2026-08-10T14:48:19.967794Z digest=sha256:db81e92a06f6eeb0971c62ab208565a675bb79b5c9c267e4357deb8c117b2d85

Observation f2b91d86-2641-4b20-a694-304ca2a17480 · outbound

This paper cites Indoorwaze: A crowdsourcing-based context- aware indoor navigation system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoorwaze: A crowdsourcing-based context- aware indoor navigation system,

Reference 40

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source=pdf_text observed=2026-08-10T14:48:19.971167Z digest=sha256:9d5966657706a65a8f7462913749f49989da3f62eff075c7f4edd2df4c25611c

Observation aa84cd21-c38d-4280-b93c-9c14d19b90bb · outbound

This paper cites Indoor tracking and navigation using received signal strength and compressive sensing on a mobile device,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor tracking and navigation using received signal strength and compressive sensing on a mobile device,

Reference 41

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source=pdf_text observed=2026-08-10T14:48:19.974506Z digest=sha256:64fe7d2aa3bd305928d2eace62ce4b6634e10285cad36ed9c8b59029ef4f3966

Observation e5c3cf1c-8125-4e4a-9f2d-6af6924fd908 · outbound

This paper cites Indoor positioning in 5G- advanced: Challenges and solution toward centimeter-level accuracy with carrier phase enhancements,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor positioning in 5G- advanced: Challenges and solution toward centimeter-level accuracy with carrier phase enhancements,

Reference 42

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source=pdf_text observed=2026-08-10T14:48:19.978026Z digest=sha256:9ea6a7d6258b25c9d4225d6677522dcda01300d5556af25904d0f54896edff0c

Observation ed344c6d-ca5a-49ee-9696-ac07a90c0e05 · outbound

This paper cites Survey of wireless communication technologies for public safety,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Survey of wireless communication technologies for public safety,

Reference 43

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source=pdf_text observed=2026-08-10T14:48:19.981388Z digest=sha256:3230e2f0fa85d2edc43bc0d5093cb9240b4aaf96119df65581d4addcb52d0c74

Observation 21fedb58-5301-4870-a16d-1a13b7881260 · outbound

This paper cites HELPS for emergency location service: Hyper-enhanced local positioning system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges HELPS for emergency location service: Hyper-enhanced local positioning system,

Reference 44

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source=pdf_text observed=2026-08-10T14:48:19.984801Z digest=sha256:4a200dfc22eccf909c50ee81feb716ef83955d62b87552ee241d47e39b0cd0d7

Observation bb15da02-8fd7-40a1-a431-cdb3d934db8e · outbound

This paper cites 5G new radio for public safety mission critical communications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 5G new radio for public safety mission critical communications,

Reference 45

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source=pdf_text observed=2026-08-10T14:48:19.988379Z digest=sha256:2523f335a170fd47e3465a38cc2ae65a04fe49157bd4ce087985d5c526abfbc8

Observation d4a6ddd9-8ba0-4d73-9964-9c84595bb52b · outbound

This paper cites A survey on indoor positioning systems for IoT-based applications,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on indoor positioning systems for IoT-based applications,

Reference 46

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source=pdf_text observed=2026-08-10T14:48:19.991820Z digest=sha256:97d1e0f65359fc605d0ef75f7f73018693d5b0af5332218a16d42e51cdcbcd2a

Observation ade9841b-d304-4171-84cd-419cf2b71b51 · outbound

This paper cites Challenges and solutions of surveillance systems in IoT-enabled smart campus: A survey,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Challenges and solutions of surveillance systems in IoT-enabled smart campus: A survey,

Reference 47

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source=pdf_text observed=2026-08-10T14:48:19.995492Z digest=sha256:20a3dde67965fbad761c14753f4ea07dcbddb85b6f33fb138c9c5911c288d079

Observation 3f6a0068-d7a2-4f72-9b05-d217803466ff · outbound

This paper cites An internet of electronic-visual things indoor localization system using adaptive kalman filter,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges An internet of electronic-visual things indoor localization system using adaptive kalman filter,

Reference 48

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source=pdf_text observed=2026-08-10T14:48:19.998966Z digest=sha256:16622a094d86a6d739fbb21a8a2f4c0ca4b83e24603d3140b3ab32c0378ea4f4

Observation 9ba58cd5-4c93-41a4-8b3f-a62d58253b8a · outbound

This paper cites A survey on location and motion tracking technologies, methodologies and applications in precision sports,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on location and motion tracking technologies, methodologies and applications in precision sports,

Reference 49

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source=pdf_text observed=2026-08-10T14:48:20.003506Z digest=sha256:ed96a8ae3bd9e6a85d28c2ad50f556af1cbf21f16ef15c7da73b42d64b58202c

Observation 7a980a02-6045-4fc9-b7f2-c7f1a60f2690 · outbound

This paper cites Performance analysis of multiple indoor positioning systems in a healthcare environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Performance analysis of multiple indoor positioning systems in a healthcare environment,

Reference 50

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source=pdf_text observed=2026-08-10T14:48:20.007511Z digest=sha256:aa23e9c0419d86047cb9bd4577e6839a1f08538474ece74e0d6a95e68dc147ef

Observation 45c0ffc9-97f2-420f-a190-3991e05bdd4f · outbound

This paper cites RFDOA-Net: An efficient ConvNet for RF-based DOA estimation in UA V surveillance systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges RFDOA-Net: An efficient ConvNet for RF-based DOA estimation in UA V surveillance systems,

Reference 51

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source=pdf_text observed=2026-08-10T14:48:20.011226Z digest=sha256:e83ae204045514c52fe3c4e44b690b9d89c36e6bbf161984069e93e4f4a6a52a

Observation a15cfddf-aa00-4b01-9cf2-6cb066c6778f · outbound

This paper cites Uav positioning based on multi-sensor fusion,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Uav positioning based on multi-sensor fusion,

Reference 52

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source=pdf_text observed=2026-08-10T14:48:20.014921Z digest=sha256:23198445dfe7030434b8197c3d48f49937ce9abb6118d6f8f368a68e2c0492b2

Observation d90de38a-4339-4e17-bb6b-09a6e6974c8a · outbound

This paper cites A review of indoor posi- tioning systems for uav localization with machine learning algorithms,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A review of indoor posi- tioning systems for uav localization with machine learning algorithms,

Reference 53

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source=pdf_text observed=2026-08-10T14:48:20.018733Z digest=sha256:c23b90043a422b726c3f9c60ee1a7fc75a7322889ce7a89ac07961d40c409bb3

Observation d6c1ecaa-876c-46be-87ae-c128ab0c6756 · outbound

This paper cites an unresolved cited work.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-10T14:48:20.022436Z digest=sha256:cec5a35f4f92e8758784e8fa876c31864182ed12bf93a5aa9674271deb0d5b42

Observation f90eab9d-f25a-4784-a64a-d9849e0d1e3c · outbound

This paper cites Improved Wi-Fi RSSI measurement for indoor localization,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Improved Wi-Fi RSSI measurement for indoor localization,

Reference 55

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source=pdf_text observed=2026-08-10T14:48:20.026412Z digest=sha256:7bad54f37806bfc87d35736d07a7531cc76d993495ef2e78291746c398965d5b

Observation 298c8e22-3b73-4a94-ae7c-dbe57188b801 · outbound

This paper cites TS 36.213, Release 18, Mar.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TS 36.213, Release 18, Mar

Reference 56

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source=pdf_text observed=2026-08-10T14:48:20.029961Z digest=sha256:9c7455377066a13f24d7bd03ae5e7742b75e55b19928bcfa54d4609f71c7b262

Observation 0866b470-129f-48ac-b847-e35f0916a366 · outbound

This paper cites A survey on wireless position estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A survey on wireless position estimation,

Reference 57

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source=pdf_text observed=2026-08-10T14:48:20.033614Z digest=sha256:44e73126a860aa0bdfcf31baf9b3e4a77455513423afa2d0a0af9ee727d4ec6f

Observation 1cffe273-ffd5-4e7a-bc10-c4fd119c689b · outbound

This paper cites Spotfi: Decimeter level localization using wifi,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Spotfi: Decimeter level localization using wifi,

Reference 58

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source=pdf_text observed=2026-08-10T14:48:20.036863Z digest=sha256:c3ff25977139d0c00e53feb973f6d13b5e4b95e89dbe731da81eda9989edefa1

Observation 42027657-e9e1-4ec0-9267-a2a82bdc1d31 · outbound

This paper cites CSI-based indoor localization,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges CSI-based indoor localization,

Reference 59

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source=pdf_text observed=2026-08-10T14:48:20.039917Z digest=sha256:538af8a841cac45c291e594b7b7ba5c4bbb0e368485ef2b408ffbfaf64003304

Observation b24fb09c-fcb5-4738-aa4b-5d6983705692 · outbound

This paper cites CSI-based fingerprinting for indoor localiza- tion: A deep learning approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges CSI-based fingerprinting for indoor localiza- tion: A deep learning approach,

Reference 60

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source=pdf_text observed=2026-08-10T14:48:20.043111Z digest=sha256:794ce37c5dde0351a402c2c842b625876436c72098772060de70bb88901ee20b

Observation a3c7ebdf-bcff-45f2-8e9e-45c231a07805 · outbound

This paper cites Learning to localize: A 3D CNN approach to user positioning in massive MIMO-OFDM systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Learning to localize: A 3D CNN approach to user positioning in massive MIMO-OFDM systems,

Reference 61

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source=pdf_text observed=2026-08-10T14:48:20.046192Z digest=sha256:1532a65a280cfe19a49deecdc5418dfd81ab503c050e557ff91d599bc9817a9e

Observation 301c33e0-d31b-4ef7-81be-0cd724b90e3d · outbound

This paper cites Best practice in RSS measurements and ranging,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Best practice in RSS measurements and ranging,

Reference 62

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source=pdf_text observed=2026-08-10T14:48:20.049416Z digest=sha256:b569db8003b595149950dc19b598b40c1b97d19b71ba12a041cccd898256081b

Observation 7cf3ea9c-781b-4f4f-bc77-8476aa22bdf8 · outbound

This paper cites Outdoor localization based on rss ranging aided by pedestrian dead reckoning in GPS restricted scenario,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Outdoor localization based on rss ranging aided by pedestrian dead reckoning in GPS restricted scenario,

Reference 63

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source=pdf_text observed=2026-08-10T14:48:20.052422Z digest=sha256:73d4062244ea62e842d1139e541693751d25bdfaa3532169dcb6a9ef735cbce4

Observation 2aecef0f-9f29-4424-8d81-28840571b48c · outbound

This paper cites On the hybrid TOA/RSS range estimation in wireless sensor networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges On the hybrid TOA/RSS range estimation in wireless sensor networks,

Reference 64

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source=pdf_text observed=2026-08-10T14:48:20.055645Z digest=sha256:8efa5154cc1c6fc76a789d73f723c5423dd6f44ea8d637dee23f6cd984ff3385

Observation e84dd92d-e094-4228-96b1-528f8d0e0626 · outbound

This paper cites RSS-based ranging by multichannel RSS averaging,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges RSS-based ranging by multichannel RSS averaging,

Reference 65

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source=pdf_text observed=2026-08-10T14:48:20.058525Z digest=sha256:f765947b51d9a735e15fdabcc734c74d04a9bc6df4343c9dd7858917c65bd1c4

Observation 2a6808d8-1a99-482d-8325-14da3ccb5f68 · outbound

This paper cites AI-enabled fingerprinting and crowdsource-based vehicle localization for resilient and safe transporta- tion systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges AI-enabled fingerprinting and crowdsource-based vehicle localization for resilient and safe transporta- tion systems,

Reference 66

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source=pdf_text observed=2026-08-10T14:48:20.062689Z digest=sha256:3cc4295fb024a620b227f1bec9ac64cdc7220ce3f7003f7a639b4f4d3c189ffd

Observation cb84b921-d674-48c1-a357-7ca309a6a845 · outbound

This paper cites Enhanced TOA estimation through tap candidate extraction for positioning in multipath channels,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Enhanced TOA estimation through tap candidate extraction for positioning in multipath channels,

Reference 67

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source=pdf_text observed=2026-08-10T14:48:20.066281Z digest=sha256:ffea3a8fb0a2e758d25fc8218cec624e8396ceafdcb3dfe95fa7469392595f9a

Observation de5f6d76-f198-4bbb-848d-7a62bb3343b7 · outbound

This paper cites Carrier phase ranging for indoor positioning with 5G NR signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Carrier phase ranging for indoor positioning with 5G NR signals,

Reference 68

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source=pdf_text observed=2026-08-10T14:48:20.069782Z digest=sha256:b6306fa024d644a123a04b8660404c65c0d08ed5ba75ad61a1c83690d65db842

Observation ca8758c4-8f46-4130-896e-9c6a079b73ed · outbound

This paper cites Single-anchor two-way local- ization bounds for 5G mmwave systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Single-anchor two-way local- ization bounds for 5G mmwave systems,

Reference 69

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source=pdf_text observed=2026-08-10T14:48:20.073172Z digest=sha256:abe592c46d2d7b0fe2d880c88a45ad383fb23a73e4a1b28d170851a4244a14e6

Observation 5a127afb-8306-4750-a6e0-56681e213b31 · outbound

This paper cites Three-dimensional positioning for LTE systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Three-dimensional positioning for LTE systems,

Reference 70

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source=pdf_text observed=2026-08-10T14:48:20.076515Z digest=sha256:2ec6dae2dcb0734fd2f439c4eef8a0979323533048860f21896b02b8b0fba8a8

Observation 8709668c-3ce2-4e64-b044-afa5c9fc9d96 · outbound

This paper cites Error analysis of the OTDOA from the resolved first arrival path in LTE,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Error analysis of the OTDOA from the resolved first arrival path in LTE,

Reference 71

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source=pdf_text observed=2026-08-10T14:48:20.079965Z digest=sha256:1b37aa1f98b66875f755bc16323554ccaa8c928750e342d80fd2db40b364b5e0

Observation 96bdf17f-b289-4654-9652-fbbe55c1a04f · outbound

This paper cites Super-resolution TOA estimation with diversity for indoor geolocation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Super-resolution TOA estimation with diversity for indoor geolocation,

Reference 72

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Observation c4761c54-7aac-47f5-a4ae-b14078007c58 · outbound

This paper cites An improved ESPRIT based time-of- arrival estimation algorithm for vehicular OFDM systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges An improved ESPRIT based time-of- arrival estimation algorithm for vehicular OFDM systems,

Reference 73

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source=pdf_text observed=2026-08-10T14:48:20.086847Z digest=sha256:d7ad9b9cda60001d36b2d08e7d624f4b09760a79ad3d77e378d2b0f3b7b0163b

Observation 7a3c527f-ea14-4dc7-974e-9bff5080a2b0 · outbound

This paper cites A TOA-based localization algorithm with simultaneous NLOS mitigation and synchronization error elimination,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A TOA-based localization algorithm with simultaneous NLOS mitigation and synchronization error elimination,

Reference 74

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source=pdf_text observed=2026-08-10T14:48:20.090388Z digest=sha256:f8d2877955b58f7e02da94c665ab2163a743d0cba38bc97565a6287b5363840d

Observation 7b6ae9f3-f5d6-4043-bf86-9b05f56657f1 · outbound

This paper cites Optimal two-way TOA localization and synchronization for moving user devices with clock drift,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Optimal two-way TOA localization and synchronization for moving user devices with clock drift,

Reference 75

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source=pdf_text observed=2026-08-10T14:48:20.094522Z digest=sha256:4506ccd9c54379191ada7bbcd82a5a5ef767fdcb2feee753f4d40d6ac5193750

Observation 25e622c4-6289-467b-a1e5-1ef7ecef1b65 · outbound

This paper cites Robust second-order cone relaxation for TW- TOA-based localization with clock imperfection,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Robust second-order cone relaxation for TW- TOA-based localization with clock imperfection,

Reference 76

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source=pdf_text observed=2026-08-10T14:48:20.098083Z digest=sha256:2ebde6945d3800cfc5f4a00545aed1a99681c5388b32f2467332e947a7e5314e

Observation c7a8f55f-2531-4d79-a554-9a363ba93aad · outbound

This paper cites Enhanced Wi-Fi RTT ranging: A sensor-aided learning approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Enhanced Wi-Fi RTT ranging: A sensor-aided learning approach,

Reference 77

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source=pdf_text observed=2026-08-10T14:48:20.101461Z digest=sha256:bdd657d9a2370ca06a3e0c609922be2ae5aa0666ae11781ad5b0123a3d1f7318

Observation 7e45526a-727d-4dea-9ab1-43f127c923e2 · outbound

This paper cites WhereArtThou: A WiFi-RTT-based indoor positioning system,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges WhereArtThou: A WiFi-RTT-based indoor positioning system,

Reference 78

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source=pdf_text observed=2026-08-10T14:48:20.104820Z digest=sha256:5e65e3706ba8f703ca6eb74423a83a95cf9e1fb91a6a443c70f598768610203d

Observation c2d05bdf-3c99-4484-aca3-53a79c8fbebd · outbound

This paper cites Wi-Fi RTT ranging performance characterization and positioning system design,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Wi-Fi RTT ranging performance characterization and positioning system design,

Reference 79

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source=pdf_text observed=2026-08-10T14:48:20.108265Z digest=sha256:f867212a8f470587431b4472afa91183dce1b5f7192a267568c12abbe4a2b7b3

Observation 971d74f1-0c69-4373-8544-464f6fb98069 · outbound

This paper cites A Wi-Fi RSS-RTT indoor positioning model based on dynamic model switching algorithm,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A Wi-Fi RSS-RTT indoor positioning model based on dynamic model switching algorithm,

Reference 80

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source=pdf_text observed=2026-08-10T14:48:20.111874Z digest=sha256:62a400252da575f32b92a92c4b95ec155cc9b1a9ba0034f85165e873c490769d

Observation fe6df3e1-a46a-4c5b-b526-cf9b171de537 · outbound

This paper cites TDOA localization with unknown signal propaga- tion speed and sensor position errors,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TDOA localization with unknown signal propaga- tion speed and sensor position errors,

Reference 81

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source=pdf_text observed=2026-08-10T14:48:20.115460Z digest=sha256:440f562528ceb7d378f192ec9d640343ef1c39a9df94a91b4180415494e82ff2

Observation 86142a5b-c152-42e7-bead-3f85681b2385 · outbound

This paper cites TDOA-based localization for semi-static targets in NLOS environments,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges TDOA-based localization for semi-static targets in NLOS environments,

Reference 82

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source=pdf_text observed=2026-08-10T14:48:20.119260Z digest=sha256:c5e33fa2ebea3e31fba46d9450b3935dbe6ca5e72e921cb5c44c27ce481ee87a

Observation 7f18ca7f-ab1c-42fd-af4a-09d55a978db4 · outbound

This paper cites Algorithms and bounds for distributed TDOA-based positioning using OFDM signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Algorithms and bounds for distributed TDOA-based positioning using OFDM signals,

Reference 83

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source=pdf_text observed=2026-08-10T14:48:20.122927Z digest=sha256:c008c0a64eb53b7c68fd0be9063d7edc86847971428143b265b0bb9649b722db

Observation a5259451-e236-4b08-bb84-5bb0d7d07ac8 · outbound

This paper cites Positioning for the internet of things: A 3GPP perspective,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Positioning for the internet of things: A 3GPP perspective,

Reference 84

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source=pdf_text observed=2026-08-10T14:48:20.126431Z digest=sha256:077d476cfe006a5077eaa62e8f345225f9dbdea5477d3cd354dbfe86046e4d62

Observation f123f384-e5a3-460a-98f7-3cdb248697de · outbound

This paper cites Generalized coprime array configura- tions for direction-of-arrival estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Generalized coprime array configura- tions for direction-of-arrival estimation,

Reference 85

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source=pdf_text observed=2026-08-10T14:48:20.130118Z digest=sha256:1dccd4749f8b747e22996850281d2bce7e488af6e2ec2bdaec2b89ab2f97c5a3

Observation acdbb5bf-a291-4121-ab25-a787745883bd · outbound

This paper cites Unified near-field and far-field localization for AOA and hybrid AOA-TDOA positionings,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Unified near-field and far-field localization for AOA and hybrid AOA-TDOA positionings,

Reference 86

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source=pdf_text observed=2026-08-10T14:48:20.133475Z digest=sha256:f2e8801d26c3628820e1104087450993f527f3f190f29299eeb6443921e14758

Observation 444ec39a-3975-41c7-ba54-5d27b2da54ca · outbound

This paper cites AoA-based positioning for aerial intelligent reflecting surface-aided wireless communications: An angle-domain approach,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges AoA-based positioning for aerial intelligent reflecting surface-aided wireless communications: An angle-domain approach,

Reference 87

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source=pdf_text observed=2026-08-10T14:48:20.136889Z digest=sha256:2622953a5025b0886d99389603eef6d5e5c05114b41f2d66cc5672e3c8d012bf

Observation c1edc929-612b-42af-9868-50a10ada805d · outbound

This paper cites 5GNR indoor positioning by joint DL- TDoA and DL-AoD,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges 5GNR indoor positioning by joint DL- TDoA and DL-AoD,

Reference 88

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source=pdf_text observed=2026-08-10T14:48:20.140474Z digest=sha256:a16af35bece926ce6593aa34566253ab148587174e407f9611420f686dc083c3

Observation 007ff7e4-680c-4396-883b-1d56b22fde5e · outbound

This paper cites Angle-based positioning estimation leveraging diffuse scattering paths in millimeter-wave MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Angle-based positioning estimation leveraging diffuse scattering paths in millimeter-wave MIMO systems,

Reference 89

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source=pdf_text observed=2026-08-10T14:48:20.144015Z digest=sha256:363166fd6938b94ff8efebf2aa75b70375aa5e6ada770788e78cec74a1d21f59

Observation 43dcb484-57c5-4cd0-a2c7-3ec74638ed30 · outbound

This paper cites A 5G NR millimeter-wave-based AoD positioning field experiment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A 5G NR millimeter-wave-based AoD positioning field experiment,

Reference 90

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source=pdf_text observed=2026-08-10T14:48:20.147823Z digest=sha256:cfe8cb468d6b593f583622ba6513200ade746617725526d99857475a747bf4da

Observation 1ae4d2a6-7fa4-47da-ad0a-a1ef10755adc · outbound

This paper cites Cramer–Rao bounds for hybrid TOA/DOA-based location estimation in sensor networks,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Cramer–Rao bounds for hybrid TOA/DOA-based location estimation in sensor networks,

Reference 91

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source=pdf_text observed=2026-08-10T14:48:20.151309Z digest=sha256:3ad8ceeab09d1cb2f765b84aa3ba459d853c28e005692f40740023ce467dffbd

Observation ce37be58-9c15-4466-8ae4-71b6482da220 · outbound

This paper cites Channel reconstruction-aided MUSIC algorithms for joint AoA&AoD estimation in MIMO systems,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Channel reconstruction-aided MUSIC algorithms for joint AoA&AoD estimation in MIMO systems,

Reference 92

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source=pdf_text observed=2026-08-10T14:48:20.154677Z digest=sha256:8747eee3a4fb8b1f78f2a96f55fe804db98a9602b690b6dbccdbaef0d7a635ac

Observation 029016b6-7870-4612-b220-0cfbaf91cc1f · outbound

This paper cites Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC,

Reference 93

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source=pdf_text observed=2026-08-10T14:48:20.157928Z digest=sha256:aab83c889d70b831725f3f3bbbedab8c53a27ab2405f0921fbc38cf1163806ff

Observation d43db9ee-3873-4607-87f9-128c54a1db69 · outbound

This paper cites A generalized ESPRIT approach to direction-of-arrival estimation,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A generalized ESPRIT approach to direction-of-arrival estimation,

Reference 94

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source=pdf_text observed=2026-08-10T14:48:20.161251Z digest=sha256:5c297a9c04051d055aa9bea86923d27680f4b2be6ca016d3021be5efa7588373

Observation befdd9b2-bc07-4879-bfb5-6eddc80cfd52 · outbound

This paper cites Optimizing sensor array DOA esti- mation with the manifold reconstruction unitary ESPRIT algorithm,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Optimizing sensor array DOA esti- mation with the manifold reconstruction unitary ESPRIT algorithm,

Reference 95

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source=pdf_text observed=2026-08-10T14:48:20.164745Z digest=sha256:826e5ac7e5b4dd1b64b02a33c0994049ba8ff7855c149ab67b923f26735288d9

Observation 356afe2e-d7c0-46b5-9ec2-fcb523592718 · outbound

This paper cites A novel RSSI fingerprint positioning method based on virtual AP and convolutional neural network,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges A novel RSSI fingerprint positioning method based on virtual AP and convolutional neural network,

Reference 96

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source=pdf_text observed=2026-08-10T14:48:20.168111Z digest=sha256:3a2899038bf1becb02d7dfe9a651e6dab72807e452d59dd086d267cdeaef9bff

Observation 5ecec493-8743-4568-89c0-39247edcc288 · outbound

This paper cites Smartphone-based indoor localization via network learning with fusion of FTM/RSSI measurements,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Smartphone-based indoor localization via network learning with fusion of FTM/RSSI measurements,

Reference 97

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source=pdf_text observed=2026-08-10T14:48:20.171558Z digest=sha256:fd5d482aae54ac46fdd372949299e07cb6d06b113b77ece157ea87e7b4d79051

Observation 93bdaecc-34ec-4b97-bedb-56e0279c4853 · outbound

This paper cites Indoor localization with multi-beam of 5G new radio signals,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Indoor localization with multi-beam of 5G new radio signals,

Reference 98

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source=pdf_text observed=2026-08-10T14:48:20.175225Z digest=sha256:6fec8a5347f77d6b5cb6e81138f4279d9f3b701532e10745fd83091762dfc134

Observation 1701dbdd-d217-48ca-8d02-4d9c76158f30 · outbound

This paper cites Localization with cellular signal rsrp fingerprint of multiband and multicell,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges Localization with cellular signal rsrp fingerprint of multiband and multicell,

Reference 99

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source=pdf_text observed=2026-08-10T14:48:20.178498Z digest=sha256:10c8d1e3083090dd2b2b59cb79c9c5c0d1db31959de874f92180e1eda5c19b64

Observation c57962dc-ef45-4c4a-8c37-f7828ab5e3e2 · outbound

This paper cites DNN-based wireless positioning in an outdoor environment,.

AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges DNN-based wireless positioning in an outdoor environment,

Reference 100

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source=pdf_text observed=2026-08-10T14:48:20.181616Z digest=sha256:c0209b0ca68f78c9034e4d0f2879d77cf3b178bd1063bd84a92be7173ba95baf

Pith citing papers

Observation f7cea9ee-5c42-464d-addb-1287939b5825 · inbound

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks cites this paper.

Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks AI-driven Wireless Positioning: Fundamentals, Standards, State-of-the-art, and Challenges

Reference 8

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local_arxiv, observed 2026-08-15T21:20:15.267107Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T21:20:15.029871Z digest=sha256:dc53738aeb06e6e451b8afaa9bb51818710b5efe83571694757ce33eee308ae8